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fix chat agent (#1586)

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Harrison Chase 2023-03-10 12:40:37 -08:00 committed by GitHub
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2 changed files with 30 additions and 27 deletions
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47
docs/modules/agents/implementations/mrkl_chat.ipynb
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@ -86,7 +86,7 @@
"\n",
"\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
"\u001b[32;1m\u001b[1;3mThought: I need to use the search tool to find out who is Leo DiCaprio's girlfriend and then use the calculator tool to raise her current age to the 0.43 power.\n",
"\u001b[32;1m\u001b[1;3mThought: The first question requires a search, while the second question requires a calculator.\n",
"Action:\n",
"```\n",
"{\n",
@ -96,32 +96,32 @@
"```\n",
"\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mCamila Morrone\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3mNow I need to use the calculator tool to raise Camila Morrone's current age to the 0.43 power.\n",
"Thought:\u001b[32;1m\u001b[1;3mFor the second question, I need to use the calculator tool to raise her current age to the 0.43 power.\n",
"Action:\n",
"```\n",
"{\n",
" \"action\": \"Calculator\",\n",
" \"action_input\": \"22.5^(0.43)\"\n",
" \"action_input\": \"22.0^(0.43)\"\n",
"}\n",
"```\n",
"\n",
"\u001b[0m\n",
"\n",
"\u001b[1m> Entering new LLMMathChain chain...\u001b[0m\n",
"22.5^(0.43)\u001b[32;1m\u001b[1;3m\n",
"22.0^(0.43)\u001b[32;1m\u001b[1;3m\n",
"```python\n",
"import math\n",
"print(math.pow(22.5, 0.43))\n",
"print(math.pow(22.0, 0.43))\n",
"```\n",
"\u001b[0m\n",
"Answer: \u001b[33;1m\u001b[1;3m3.8145075848063126\n",
"Answer: \u001b[33;1m\u001b[1;3m3.777824273683966\n",
"\u001b[0m\n",
"\u001b[1m> Finished chain.\u001b[0m\n",
"\n",
"Observation: \u001b[33;1m\u001b[1;3mAnswer: 3.8145075848063126\n",
"Observation: \u001b[33;1m\u001b[1;3mAnswer: 3.777824273683966\n",
"\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3mI now know the final answer\n",
"Final Answer: 3.8145075848063126\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3mI now know the final answer.\n",
"Final Answer: Camila Morrone, 3.777824273683966.\u001b[0m\n",
"\n",
"\u001b[1m> Finished chain.\u001b[0m\n"
]
@ -129,7 +129,7 @@
{
"data": {
"text/plain": [
"'3.8145075848063126'"
"'Camila Morrone, 3.777824273683966.'"
]
},
"execution_count": 4,
@ -154,29 +154,30 @@
"\n",
"\n",
"\u001b[1m> Entering new AgentExecutor chain...\u001b[0m\n",
"\u001b[32;1m\u001b[1;3mThought: I need to use the Search tool to find the name of the artist who recently released an album called 'The Storm Before the Calm'. Then, I can use the FooBar DB tool to check if they are in the database and what albums of theirs are in it.\n",
"Action: \n",
"\u001b[32;1m\u001b[1;3mQuestion: What is the full name of the artist who recently released an album called 'The Storm Before the Calm' and are they in the FooBar database? If so, what albums of theirs are in the FooBar database?\n",
"Thought: I should use the Search tool to find the answer to the first part of the question and then use the FooBar DB tool to find the answer to the second part of the question.\n",
"Action:\n",
"```\n",
"{\n",
" \"action\": \"Search\",\n",
" \"action_input\": \"Who is the artist that recently released an album called 'The Storm Before the Calm'?\"\n",
" \"action_input\": \"Who recently released an album called 'The Storm Before the Calm'\"\n",
"}\n",
"```\n",
"\u001b[0m\n",
"Observation: \u001b[36;1m\u001b[1;3mstudio album by Canadian-American singer-songwriter Alanis Morissette, released June 17, 2022, via Epiphany Music and Thirty Tigers, as well as by RCA Records ...\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3mNow that I know the artist is Alanis Morissette, I can use the FooBar DB tool to check if she is in the database and what albums of hers are in it.\n",
"Action: \n",
"Observation: \u001b[36;1m\u001b[1;3mAlanis Morissette\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3mNow that I have the name of the artist, I can use the FooBar DB tool to find their albums in the database.\n",
"Action:\n",
"```\n",
"{\n",
" \"action\": \"FooBar DB\",\n",
" \"action_input\": \"What albums by Alanis Morissette are in the database?\"\n",
" \"action_input\": \"What albums does Alanis Morissette have in the database?\"\n",
"}\n",
"```\n",
"\n",
"\u001b[0m\n",
"\n",
"\u001b[1m> Entering new SQLDatabaseChain chain...\u001b[0m\n",
"What albums by Alanis Morissette are in the database? \n",
"What albums does Alanis Morissette have in the database? \n",
"SQLQuery:"
]
},
@ -194,12 +195,12 @@
"text": [
"\u001b[32;1m\u001b[1;3m SELECT Title FROM Album WHERE ArtistId IN (SELECT ArtistId FROM Artist WHERE Name = 'Alanis Morissette') LIMIT 5;\u001b[0m\n",
"SQLResult: \u001b[33;1m\u001b[1;3m[('Jagged Little Pill',)]\u001b[0m\n",
"Answer:\u001b[32;1m\u001b[1;3m The albums by Alanis Morissette in the database are Jagged Little Pill.\u001b[0m\n",
"Answer:\u001b[32;1m\u001b[1;3m Alanis Morissette has the album 'Jagged Little Pill' in the database.\u001b[0m\n",
"\u001b[1m> Finished chain.\u001b[0m\n",
"\n",
"Observation: \u001b[38;5;200m\u001b[1;3m The albums by Alanis Morissette in the database are Jagged Little Pill.\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3mThe only album by Alanis Morissette in the FooBar DB is Jagged Little Pill.\n",
"Final Answer: The artist who recently released an album called 'The Storm Before the Calm' is Alanis Morissette. The only album of hers in the FooBar DB is Jagged Little Pill.\u001b[0m\n",
"Observation: \u001b[38;5;200m\u001b[1;3m Alanis Morissette has the album 'Jagged Little Pill' in the database.\u001b[0m\n",
"Thought:\u001b[32;1m\u001b[1;3mI have found the answer to both parts of the question.\n",
"Final Answer: The artist who recently released an album called 'The Storm Before the Calm' is Alanis Morissette. The album 'Jagged Little Pill' is in the FooBar database.\u001b[0m\n",
"\n",
"\u001b[1m> Finished chain.\u001b[0m\n"
]
@ -207,7 +208,7 @@
{
"data": {
"text/plain": [
"\"The artist who recently released an album called 'The Storm Before the Calm' is Alanis Morissette. The only album of hers in the FooBar DB is Jagged Little Pill.\""
"\"The artist who recently released an album called 'The Storm Before the Calm' is Alanis Morissette. The album 'Jagged Little Pill' is in the FooBar database.\""
]
},
"execution_count": 5,

10
langchain/agents/chat/prompt.py
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@ -3,13 +3,15 @@ PREFIX = """Answer the following questions as best you can. You have access to t
FORMAT_INSTRUCTIONS = """The way you use the tools is by specifying a json blob.
Specifically, this json should have a `action` key (with the name of the tool to use) and a `action_input` key (with the input to the tool going here).
The only values that should be in the "action" field are: {tool_names}
The $JSON_BLOB should only contain a SINGLE action, do NOT return a list of multiple actions. Here is an example of a valid $JSON_BLOB:
```
{{
"action": "calculator",
"action_input": "1 + 2"
}}
{{{{
"action": $TOOL_NAME,
"action_input": $INPUT
}}}}
```
ALWAYS use the following format: